Dr. Navid Borhani Profile

Dr. Navid Borhani

at EPFL

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Publications (3)

Proceedings Article | 1 August 2021 Presentation

Partially-measured physical system characterization with neural networks

Babak Rahmani, Christophe Moser, Demetri Psaltis, Eirini Kakkava, Navid Borhani

Proceedings Volume 11804, 118041M (2021) https://doi.org/10.1117/12.2593710

KEYWORDS: Neural networks, Signal generators, Data modeling, Gold, Embedded systems, Diffusers, Detection and tracking algorithms, Control systems, Brain

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Proceedings Article | 5 March 2021 Presentation + Paper

Multimode fiber projector with neural networks

Babak Rahmani, Damien Loterie, Eirini Kakkava, Navid Borhani, Ugur Tegin, Demetri Psaltis, Christophe Moser

Proceedings Volume 11652, 116520L (2021) https://doi.org/10.1117/12.2582517

KEYWORDS: Projection systems, Neural networks, Multimode fibers, Interferometry, Image transmission, Computing systems, Cameras, Calibration, Wavefronts, Tissues

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Proceedings Article | 4 March 2019 Paper

Deep neural networks for seeing through multimode fibers

Eirini Kakkava, Navid Borhani, Christophe Moser, Demetri Psaltis

Proceedings Volume 10889, 108891A (2019) https://doi.org/10.1117/12.2509934

KEYWORDS: Speckle pattern, Image classification, Holograms, Neural networks, Image restoration, Spatial light modulators, Modulation, Multimode fibers, 3D image reconstruction, Digital holography

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